Benjamin F. Grewe
6 papers · 2020–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π£ Hot Topic Early Bird π Cross-Pollinator (10) πΊοΈ Taxonomy Completionist (15)
π§
Keyword Pioneer
Conferences
NIPS (3)
ICML (2)
ICLR (1)
Top co-authors
Keywords
neural network optimization
(3)
gauss-newton optimization
(2)
biological plausibility
(2)
credit assignment
(2)
posterior distribution
(1)
hierarchical representation
(1)
neural network surrogate
(1)
differentiable simulation
(1)
feedback control
(1)
biological learning
(1)
finite element method
(1)
gradient-based learning
(1)
neural network
(1)
target propagation
(1)
deep feedback control
(1)
fluid-structure interaction
(1)
immersed boundary method
(1)
feedback weight
(1)
continual learning
(1)
probabilistic hypernetwork
(1)
Papers
Minimizing Control for Credit Assignment with Strong Feedback
ICML 2022
Fast Aquatic Swimmer Optimization with Differentiable Projective Dynamics and Neural Network Hydrodynamic Models
ICML 2022
Credit Assignment in Neural Networks through Deep Feedback Control
NIPS 2021
Posterior Meta-Replay for Continual Learning
NIPS 2021
A Theoretical Framework for Target Propagation
NIPS 2020
Continual learning with hypernetworks
ICLR 2020